About
Trusted paper-to-code infrastructure for computational drug discovery.
OpenAlgo exists to reduce the time between reading a promising computational chemistry paper and getting to a usable, runnable project. We are a small team focused on getting one scientific workflow right before expanding.
Vision
A world where drug discovery belongs to anyone who can connect the dots — not only to those with a lab, a license, or a lineage. As intelligent systems absorb the mechanical work of science, human effort shifts to exploration and synthesis across fields. The next breakthroughs won't come from isolated labs. They'll come from connected minds, transparent systems, and intelligent automation working in the open.
Mission
Turn the world's computational chemistry literature into runnable, reviewable, reproducible code — so the knowledge trapped inside PDFs becomes usable infrastructure for anyone. We start with QSAR and molecular property prediction because earning trust in one narrow domain is how you earn the right to open the rest. Every translation is inspectable, every assumption surfaced, every gap reported.
Why we start narrow
Credibility in scientific software comes from getting a specific domain right — not from showing the broadest possible surface area. Our private beta is focused on QSAR and molecular property prediction because that is where we can deliver honest, useful output today.
How the beta works
Access is reviewed manually. We look for teams with real papers to evaluate, live workflows that need this kind of tool, and willingness to give practical feedback while the product is still being refined.
What we believe
Operated by Social Protocol Labs
OpenAlgo is built and operated by Social Protocol Labs. For questions about the company, beta access, or partnerships, reach us at openalgo@sociallabs.com.